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GPS short-delay multipath estimation and mitigation based on least square method

机译:基于最小二乘法的GPS短时延多径估计与缓解

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摘要

The GPS multipath signal model is presented, which indicates that the coherent DLL outputs in multipath environment are the convolution between the ideal DLL outputs and the channel responses. So the channel responses can be estimated by a least square method using the observed curve of the DLL discriminator. In terms of the estimated multipath channels, two multipath mitigation methods are discussed, which are equalization filtering and multi path subtracting, respectively. It is shown, by computer simulation, that the least square method has a good performance in channels estimation and the multi path errors can be mitigated almost completely by either of the methods. However, the multi path subtracting method has relative small remnant errors than equalization filtering.
机译:提出了GPS多径信号模型,表明多径环境下的相干DLL输出是理想DLL输出与通道响应之间的卷积。因此,可以使用观察到的DLL鉴别器曲线,通过最小二乘法估算通道响应。根据估计的多径信道,讨论了两种多径缓解方法,分别是均衡滤波和多径减法。通过计算机仿真表明,最小二乘方法在信道估计方面具有良好的性能,并且通过任何一种方法都可以几乎完全缓解多径误差。但是,与均衡滤波相比,多径相减法的残留误差相对较小。

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